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Higher-order spectral analysis combined with a convolution neural network for atrial fibrillation detection-preliminary study
The global burden of atrial fibrillation (AFIB) is constantly increasing, and its early detection
is still a challenge for public health and motivates researchers to improve methods for …
is still a challenge for public health and motivates researchers to improve methods for …
A study of complex network features for electrocardiograms and its Applications in atrial fibrillation recognition
H Yan, Z Chen, F Zhu, W Zheng - Biomedical Signal Processing and …, 2025 - Elsevier
Atrial fibrillation (AF) is one of the most common arrhythmias in clinics. The traditional
diagnosis of AF mainly depends on physicians' visual observation of electrocardiograms …
diagnosis of AF mainly depends on physicians' visual observation of electrocardiograms …
IMC-ResNet: Atrial fibrillation detection method based on interlayer multiscale coupling
Y Sun, Y Li, M Chen, J Gao, X Zhang, S Wei - … Signal Processing and …, 2024 - Elsevier
Atrial fibrillation (AF) is one of the most common cardiac arrhythmias, and reliable detection
of it is of significant importance. This study proposes a multilayer convolutional neural …
of it is of significant importance. This study proposes a multilayer convolutional neural …
Residual-attention deep learning model for atrial fibrillation detection from Holter recordings
Background Detecting subtle patterns of atrial fibrillation (AF) and irregularities in Holter
recordings is intricate and unscalable if done manually. Artificial intelligence-based …
recordings is intricate and unscalable if done manually. Artificial intelligence-based …
An Investigation into the Rise of Wearable Technologies in the Healthcare Sector
Wearable technologies and self-tracking healthcare apps are becoming increasingly
popular among people all over the world. Moreover, with the rapid increase in technological …
popular among people all over the world. Moreover, with the rapid increase in technological …
AI-Driven Atrial Arrhythmia Detection: Development, Cross-Comparison and Uncertainty Quantification of Algorithms for Clinical Continuous ECGs
MM Rahman - 2024 - air.unimi.it
Background: Atrial arrhythmias, particularly atrial fibrillation (AF), are prevalent
cardiovascular disorders characterized by irregular heart rhythms originating from the atria …
cardiovascular disorders characterized by irregular heart rhythms originating from the atria …